Overview
- Presents an entire range of novel computational algorithms for fingerprint recognition
- All the algorithms have been evaluated on NIST-4 database from National Institute of Standards and Technology (NIST)
Part of the book series: International Series on Biometrics (KISB, volume 1)
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Table of contents (8 chapters)
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Front Matter
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Back Matter
Keywords
About this book
Biometrics such as fingerprint, face, gait, iris, voice and signature, recognizes one's identity using his/her physiological or behavioral characteristics. Among these biometric signs, fingerprint has been researched the longest period of time, and shows the most promising future in real-world applications. However, because of the complex distortions among the different impressions of the same finger, fingerprint recognition is still a challenging problem.
Computational Algorithms for Fingerprint Recognition presents an entire range of novel computational algorithms for fingerprint recognition. These include feature extraction, indexing, matching, classification, and performance prediction/validation methods, which have been compared with state-of-art algorithms and found to be effective and efficient on real-world data. All the algorithms have been evaluated on NIST-4 database from National Institute of Standards and Technology (NIST). Specific algorithms addressed include:
-Learned template based minutiae extraction algorithm,
-Triplets of minutiae based fingerprint indexing algorithm,
-Genetic algorithm based fingerprint matching algorithm,
-Genetic programming based feature learning algorithm for fingerprint classification,
-Comparison of classification and indexing based approaches for identification,
-Fundamental fingerprint matching performance prediction analysis and its validation.
Computational Algorithms for Fingerprint Recognition is designed for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science and engineering.
Authors and Affiliations
Bibliographic Information
Book Title: Computational Algorithms for Fingerprint Recognition
Authors: Bir Bhanu, Xuejun Tan
Series Title: International Series on Biometrics
DOI: https://doi.org/10.1007/978-1-4615-0491-7
Publisher: Springer New York, NY
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eBook Packages: Springer Book Archive
Copyright Information: Springer Science+Business Media New York 2004
Hardcover ISBN: 978-1-4020-7651-0Published: 30 November 2003
Softcover ISBN: 978-1-4613-5103-0Published: 22 December 2012
eBook ISBN: 978-1-4615-0491-7Published: 06 December 2012
Edition Number: 1
Number of Pages: XX, 191
Topics: Theory of Computation